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Wai AP, Richardo T, Wakae K, Okada S, Muramatsu M, Yoshiyama H, Iizasa H. Persistent Epstein-Barr Virus Infection of Epithelial Cells Leads to APOBEC3C Expression and Induces Mitochondrial DNA Mutations. Microbiol Immunol 2025; 69:157-167. [PMID: 39704315 DOI: 10.1111/1348-0421.13196] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2024] [Revised: 12/01/2024] [Accepted: 12/02/2024] [Indexed: 12/21/2024]
Abstract
Upon infection with the virus, cells increase the expression of cytidine deaminase APOBEC3 family genes. This leads to the accumulation of C-to-T mutations in the replicating viral genome and suppresses viral propagation. In contrast, herpesviruses, including Epstein-Barr virus (EBV), express genes that counteract APOBEC3 during lytic infection. However, because viral resistance factors are not expressed during EBV latent infection, it is unknown how APOBEC3 functions during latent infection. We observed that in gastric epithelial cells persistently infected with EBV, the expression of APOBEC3 family genes increased, C-to-T mutations in the D-loop genome of mitochondrial DNA (mtDNA) increased, and mtDNA copy number decreased. By introducing and expressing individual APOBEC3 family genes, APOBEC3C was particularly expressed in the cytoplasm, increasing C-to-T mutations in mtDNA and decreasing mtDNA copy number. Furthermore, we confirmed that APOBEC3C co-localized with mitochondria in EBV-infected cells. Expression of the EBV latent gene LMP2A increased APOBEC3C expression. Conversely, APOBEC3C expression was reduced in LMP2A-deficient EBV-infected cells compared to wild-type EBV-infected cells. These results indicate that persistent infection of EBV in gastric epithelial cells reduces the number of mitochondria through mtDNA mutations induced by APOBEC3C expression.
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Affiliation(s)
- Aung Phyo Wai
- Department of Microbiology, Faculty of Medicine, Shimane University, Izumo, Shimane, Japan
| | - Timmy Richardo
- Department of Microbiology, Faculty of Medicine, Shimane University, Izumo, Shimane, Japan
- Institute of Immunology, Department of Innate Immunity, University of Tübingen, Tübingen, Germany
| | - Kousho Wakae
- Department of Virology II, National Institute of Infectious Disease, Tokyo, Japan
| | - Shunpei Okada
- Department of Microbiology, Faculty of Medicine, Shimane University, Izumo, Shimane, Japan
| | - Masamichi Muramatsu
- Department of Infectious Disease Research, Foundation for Biomedical Research and Innovation at Kobe, Kobe, Japan
| | - Hironori Yoshiyama
- Department of Microbiology, Faculty of Medicine, Shimane University, Izumo, Shimane, Japan
| | - Hisashi Iizasa
- Department of Microbiology, Faculty of Medicine, Shimane University, Izumo, Shimane, Japan
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Ahmadi M, Motallebinezhad M, Mousavi P, Miladipour AH, Fooladgar S, Ghafouri-Fard S, Fazeli SA. Bioinformatics analysis of mitochondrial metabolism-related genes demonstrates their importance in renal cell carcinoma. Discov Oncol 2025; 16:28. [PMID: 39789365 PMCID: PMC11717778 DOI: 10.1007/s12672-025-01780-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/07/2024] [Accepted: 01/06/2025] [Indexed: 01/12/2025] Open
Abstract
PURPOSE Clear cell renal cell carcinoma (ccRCC) is resistant to radiotherapy and chemotherapy. Thus, it is necessary to find new diagnostic markers and therapeutic targets to increase the overall outcomes of ccRCC. Recent studies have shown that therapeutic methods that interfere with the energy transfer system can also positively affect the treatment process. METHODS The present study is focused on finding markers associated with mitochondrial metabolic pathways that affect the outcome of ccRCC. For this purpose, we investigated various aspects of the relationship between mitochondrial metabolism and ccRCC based on analysis of gene network connections and differentially expressed genes, through assessment of protein-protein interaction, mutations, and promoter methylation on the related genes. We also investigated gene interaction with miRNAs and immune infiltration analysis. RESULTS Through these steps, we provided a list of possible diagnostic markers and therapeutic targets for ccRCC. CONCLUSION The current study further proved the importance of mitochondrial metabolic pathways in the pathogenesis of ccRCC and provided a list of possible diagnostic markers and therapeutic targets from these pathways that can be used in ccRCC.
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Affiliation(s)
- Mohsen Ahmadi
- Student Research Committee, School of Medicine, Shahid Beheshti University of Medical Sciences, Tehran, Iran
- Department of Medical Genetics, School of Medicine, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Maryam Motallebinezhad
- Student Research Committee, School of Medicine, Shahid Beheshti University of Medical Sciences, Tehran, Iran
- Department of Medical Genetics, School of Medicine, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Pegah Mousavi
- Molecular Medicine Research Center, Hormozgan Health Institute, Hormozgan University of Medical Sciences, Bandar Abbas, Iran
| | - Amir Hossein Miladipour
- Chronic Kidney Disease Research Center, Shahid Modarres Hospital, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Shamim Fooladgar
- Department of Biology, School of Converging Sciences and Technologies, Science and Research Branch, Islamic Azad University, Tehran, Iran
| | - Soudeh Ghafouri-Fard
- Department of Medical Genetics, School of Medicine, Shahid Beheshti University of Medical Sciences, Tehran, Iran.
| | - Seyed Amirhossein Fazeli
- Clinical Research and Development Center, Division of Nephrology, Department of Internal Medicine, Shahid Modarres Hospital, Shahid Beheshti University of Medical Sciences, Tehran, Iran.
- Division of Nephrology, Department of Internal Medicine, Taleghani General Hospital, Shahid Beheshti University of Medical Sciences, Tehran, Iran.
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3
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Regényi E, Mashreghi MF, Schütte C, Sunkara V. Exploring transcription modalities from bimodal, single-cell RNA sequencing data. NAR Genom Bioinform 2024; 6:lqae179. [PMID: 39703422 PMCID: PMC11655292 DOI: 10.1093/nargab/lqae179] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2024] [Revised: 11/23/2024] [Accepted: 12/06/2024] [Indexed: 12/21/2024] Open
Abstract
There is a growing interest in generating bimodal, single-cell RNA sequencing (RNA-seq) data for studying biological pathways. These data are predominantly utilized in understanding phenotypic trajectories using RNA velocities; however, the shape information encoded in the two-dimensional resolution of such data is not yet exploited. In this paper, we present an elliptical parametrization of two-dimensional RNA-seq data, from which we derived statistics that reveal four different modalities. These modalities can be interpreted as manifestations of the changes in the rates of splicing, transcription or degradation. We performed our analysis on a cell cycle and a colorectal cancer dataset. In both datasets, we found genes that are not picked up by differential gene expression analysis (DGEA), and are consequently unnoticed, yet visibly delineate phenotypes. This indicates that, in addition to DGEA, searching for genes that exhibit the discovered modalities could aid recovering genes that set phenotypes apart. For communities studying biomarkers and cellular phenotyping, the modalities present in bimodal RNA-seq data broaden the search space of genes, and furthermore, allow for incorporating cellular RNA processing into regulatory analyses.
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Affiliation(s)
- Enikő Regényi
- Systems Rheumatology, German Rheumatism Research Centre Berlin, Virchowweg 12, 10117 Berlin, Germany
- Visual and Data-Centric Computing, Zuse Institute Berlin, Takustraße 7, 14195 Berlin, Germany
| | - Mir-Farzin Mashreghi
- Systems Rheumatology, German Rheumatism Research Centre Berlin, Virchowweg 12, 10117 Berlin, Germany
| | - Christof Schütte
- Modeling and Simulation of Complex Processes, Zuse Institute Berlin, Takustraße 7, 14195 Berlin, Germany
| | - Vikram Sunkara
- Systems Rheumatology, German Rheumatism Research Centre Berlin, Virchowweg 12, 10117 Berlin, Germany
- Visual and Data-Centric Computing, Zuse Institute Berlin, Takustraße 7, 14195 Berlin, Germany
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4
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Shafighi S, Geras A, Jurzysta B, Sahaf Naeini A, Filipiuk I, Rączkowska A, Toosi H, Koperski Ł, Thrane K, Engblom C, Mold JE, Chen X, Hartman J, Nowis D, Carbone A, Lagergren J, Szczurek E. Integrative spatial and genomic analysis of tumor heterogeneity with Tumoroscope. Nat Commun 2024; 15:9343. [PMID: 39472583 PMCID: PMC11522407 DOI: 10.1038/s41467-024-53374-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2022] [Accepted: 10/09/2024] [Indexed: 11/02/2024] Open
Abstract
Spatial and genomic heterogeneity of tumors are crucial factors influencing cancer progression, treatment, and survival. However, a technology for direct mapping the clones in the tumor tissue based on somatic point mutations is lacking. Here, we propose Tumoroscope, the first probabilistic model that accurately infers cancer clones and their localization in close to single-cell resolution by integrating pathological images, whole exome sequencing, and spatial transcriptomics data. In contrast to previous methods, Tumoroscope explicitly addresses the problem of deconvoluting the proportions of clones in spatial transcriptomics spots. Applied to a reference prostate cancer dataset and a newly generated breast cancer dataset, Tumoroscope reveals spatial patterns of clone colocalization and mutual exclusion in sub-areas of the tumor tissue. We further infer clone-specific gene expression levels and the most highly expressed genes for each clone. In summary, Tumoroscope enables an integrated study of the spatial, genomic, and phenotypic organization of tumors.
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Affiliation(s)
- Shadi Shafighi
- Faculty of Mathematics, Informatics and Mechanics, University of Warsaw, Warsaw, Poland
- Sorbonne Universite, CNRS, IBPS, Laboratoire de Biologie Computationnelle et Quantitative, Paris, France
- Cancer Research UK Cambridge Institute, Cambridge, UK
| | - Agnieszka Geras
- Faculty of Mathematics, Informatics and Mechanics, University of Warsaw, Warsaw, Poland
- Faculty of Mathematics and Information Science, Warsaw University of Technology, Warsaw, Poland
- Department of Statistics, Columbia University, New York, NY, 10027, USA
- Irving Institute for Cancer Dynamics, Columbia University, New York, NY, 10027, USA
| | - Barbara Jurzysta
- Faculty of Mathematics, Informatics and Mechanics, University of Warsaw, Warsaw, Poland
| | - Alireza Sahaf Naeini
- Faculty of Mathematics, Informatics and Mechanics, University of Warsaw, Warsaw, Poland
| | - Igor Filipiuk
- Faculty of Mathematics, Informatics and Mechanics, University of Warsaw, Warsaw, Poland
| | - Alicja Rączkowska
- Faculty of Mathematics, Informatics and Mechanics, University of Warsaw, Warsaw, Poland
| | - Hosein Toosi
- SciLifeLab, School of EECS, KTH Royal Institute of Technology, Stockholm, Sweden
| | - Łukasz Koperski
- Department of Pathology, Medical University of Warsaw, Warsaw, Poland
| | - Kim Thrane
- Department of Gene Technology, KTH Royal Institute of Technology, SciLifeLab, Stockholm, Sweden
| | - Camilla Engblom
- Department of Cell and Molecular Biology, Karolinska Institutet, Solna, Sweden
- SciLifeLab, Department of Medicine Solna, Center of Molecular Medicine, Karolinska Institute and University Hospital, Stockholm, Sweden
| | - Jeff E Mold
- Department of Cell and Molecular Biology, Karolinska Institutet, Solna, Sweden
| | - Xinsong Chen
- Department of Oncology-Pathology, Karolinska Institutet, Stockholm, Sweden
| | - Johan Hartman
- Department of Oncology-Pathology, Karolinska Institutet, Stockholm, Sweden
- Department of Clinical Pathology and Cancer Diagnostics, Karolinska University Hospital, Stockholm, Sweden
| | - Dominika Nowis
- Laboratory of Experimental Medicine, Medical University of Warsaw, Warsaw, Poland
| | - Alessandra Carbone
- Sorbonne Universite, CNRS, IBPS, Laboratoire de Biologie Computationnelle et Quantitative, Paris, France
- Institut Universitaire de France, Paris, France
| | - Jens Lagergren
- SciLifeLab, School of EECS, KTH Royal Institute of Technology, Stockholm, Sweden
| | - Ewa Szczurek
- Faculty of Mathematics, Informatics and Mechanics, University of Warsaw, Warsaw, Poland.
- Institute of AI for Health, Helmholtz Munich, German Research Center for Environmental Health, Neuherberg, Germany.
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5
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Seiva FRF, Agneis MLG, de Almeida MR, Caputo WL, de Souza MC, das Neves KA, Oliveira ÉN, Justulin LA, Chuffa LGDA. In Silico Analysis of Non-Conventional Oxidative Stress-Related Enzymes and Their Potential Relationship with Carcinogenesis. Antioxidants (Basel) 2024; 13:1279. [PMID: 39594421 PMCID: PMC11591236 DOI: 10.3390/antiox13111279] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2024] [Revised: 10/11/2024] [Accepted: 10/18/2024] [Indexed: 11/28/2024] Open
Abstract
Carcinogenesis is driven by complex molecular events, often involving key enzymes that regulate oxidative stress (OS). While classical enzymes such as SOD, catalase, and GPx have been extensively studied, other, non-classical oxidative stress-related enzymes (OSRE) may play critical roles in cancer progression. We aimed to explore the role of OSRE involved in an OS scenario and to assess their potential contribution to carcinogenesis in some of the most prevalent cancer types. Through data mining and bioinformatic analysis of gene and protein expression and mutation data, we identified OSRE with altered expression and mutations across cancer types. Functional pathways involving EGFR, MT-ND, GST, PLCG2, PRDX6, SRC, and JAK2 were investigated. Our findings reveal that enzymes traditionally considered peripheral to OS play significant roles in tumor progression. Those OSRE may contribute to cancer initiation and progression, as well as be involved with cancer hallmarks, such as EMT and invasion, proliferation, and ROS production. In addition, enzymes like SRC and JAK2 were found to have dual roles in both promoting ROS generation and being modulated by OS. OSRE also interact with key oncogenic signaling pathways, including Wnt/β-catenin and JAK2/STAT3, linking them to cancer aggressiveness and therapeutic resistance. Future research should focus on translating these findings into clinical applications, including the development of novel inhibitors or drugs targeting these non-classical enzymes.
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Affiliation(s)
- Fábio Rodrigues Ferreira Seiva
- Department of Chemical and Biological Sciences, São Paulo State University (UNESP), Institute of Bioscience, Botucatu 18610-034, SP, Brazil; (M.L.G.A.); (M.R.d.A.); (W.L.C.); (K.A.d.N.); (É.N.O.)
| | - Maria Luisa Gonçalves Agneis
- Department of Chemical and Biological Sciences, São Paulo State University (UNESP), Institute of Bioscience, Botucatu 18610-034, SP, Brazil; (M.L.G.A.); (M.R.d.A.); (W.L.C.); (K.A.d.N.); (É.N.O.)
| | - Matheus Ribas de Almeida
- Department of Chemical and Biological Sciences, São Paulo State University (UNESP), Institute of Bioscience, Botucatu 18610-034, SP, Brazil; (M.L.G.A.); (M.R.d.A.); (W.L.C.); (K.A.d.N.); (É.N.O.)
| | - Wesley Ladeira Caputo
- Department of Chemical and Biological Sciences, São Paulo State University (UNESP), Institute of Bioscience, Botucatu 18610-034, SP, Brazil; (M.L.G.A.); (M.R.d.A.); (W.L.C.); (K.A.d.N.); (É.N.O.)
| | - Milena Cremer de Souza
- Biological Science Center, North of Paraná State University (UENP), Bandeirantes 86360-000, PR, Brazil;
| | - Karoliny Alves das Neves
- Department of Chemical and Biological Sciences, São Paulo State University (UNESP), Institute of Bioscience, Botucatu 18610-034, SP, Brazil; (M.L.G.A.); (M.R.d.A.); (W.L.C.); (K.A.d.N.); (É.N.O.)
| | - Érika Novais Oliveira
- Department of Chemical and Biological Sciences, São Paulo State University (UNESP), Institute of Bioscience, Botucatu 18610-034, SP, Brazil; (M.L.G.A.); (M.R.d.A.); (W.L.C.); (K.A.d.N.); (É.N.O.)
| | - Luis Antônio Justulin
- Department of Structural and Functional Biology, São Paulo State University (UNESP), Institute of Bioscience, Botucatu 18610-034, SP, Brazil; (L.A.J.J.); (L.G.d.A.C.)
| | - Luiz Gustavo de Almeida Chuffa
- Department of Structural and Functional Biology, São Paulo State University (UNESP), Institute of Bioscience, Botucatu 18610-034, SP, Brazil; (L.A.J.J.); (L.G.d.A.C.)
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6
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Tufail M, Hu JJ, Liang J, He CY, Wan WD, Huang YQ, Jiang CH, Wu H, Li N. Hallmarks of cancer resistance. iScience 2024; 27:109979. [PMID: 38832007 PMCID: PMC11145355 DOI: 10.1016/j.isci.2024.109979] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/05/2024] Open
Abstract
This review explores the hallmarks of cancer resistance, including drug efflux mediated by ATP-binding cassette (ABC) transporters, metabolic reprogramming characterized by the Warburg effect, and the dynamic interplay between cancer cells and mitochondria. The role of cancer stem cells (CSCs) in treatment resistance and the regulatory influence of non-coding RNAs, such as long non-coding RNAs (lncRNAs), microRNAs (miRNAs), and circular RNAs (circRNAs), are studied. The chapter emphasizes future directions, encompassing advancements in immunotherapy, strategies to counter adaptive resistance, integration of artificial intelligence for predictive modeling, and the identification of biomarkers for personalized treatment. The comprehensive exploration of these hallmarks provides a foundation for innovative therapeutic approaches, aiming to navigate the complex landscape of cancer resistance and enhance patient outcomes.
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Affiliation(s)
- Muhammad Tufail
- Department of Oral and Maxillofacial Surgery, Center of Stomatology, Xiangya Hospital, Central South University, Changsha, China
| | - Jia-Ju Hu
- Department of Oral and Maxillofacial Surgery, Center of Stomatology, Xiangya Hospital, Central South University, Changsha, China
| | - Jie Liang
- Department of Oral and Maxillofacial Surgery, Center of Stomatology, Xiangya Hospital, Central South University, Changsha, China
| | - Cai-Yun He
- Department of Oral and Maxillofacial Surgery, Center of Stomatology, Xiangya Hospital, Central South University, Changsha, China
| | - Wen-Dong Wan
- Department of Oral and Maxillofacial Surgery, Center of Stomatology, Xiangya Hospital, Central South University, Changsha, China
| | - Yu-Qi Huang
- Department of Oral and Maxillofacial Surgery, Center of Stomatology, Xiangya Hospital, Central South University, Changsha, China
| | - Can-Hua Jiang
- Department of Oral and Maxillofacial Surgery, Center of Stomatology, Xiangya Hospital, Central South University, Changsha, China
- Institute of Oral Precancerous Lesions, Central South University, Changsha, China
- Research Center of Oral and Maxillofacial Tumor, Xiangya Hospital, Central South University, Changsha, China
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, China
| | - Hong Wu
- State Key Laboratory of Powder Metallurgy, Central South University, Changsha 410083, China
| | - Ning Li
- Department of Oral and Maxillofacial Surgery, Center of Stomatology, Xiangya Hospital, Central South University, Changsha, China
- Institute of Oral Precancerous Lesions, Central South University, Changsha, China
- Research Center of Oral and Maxillofacial Tumor, Xiangya Hospital, Central South University, Changsha, China
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, China
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7
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Zamuner FT, Gunti S, Starrett GJ, Faraji F, Toni T, Saraswathula A, Vu K, Gupta A, Zhang Y, Faden DL, Bryan ME, Guo T, Rowan NR, Ramanathan M, Lane AP, Fakhry C, Gallia GL, Allen CT, Rooper LM, London NR. Molecular patterns and mechanisms of tumorigenesis in HPV-associated and HPV-independent sinonasal squamous cell carcinoma. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.06.17.598514. [PMID: 38979305 PMCID: PMC11230460 DOI: 10.1101/2024.06.17.598514] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/10/2024]
Abstract
Mechanisms of tumorigenesis in sinonasal squamous cell carcinoma (SNSCC) remain poorly described due to its rare nature. A subset of SNSCC are associated with the human papillomavirus (HPV); however, it is unknown whether HPV is a driver of HPV-associated SNSCC tumorigenesis or merely a neutral bystander. We hypothesized that performing the first large high-throughput sequencing study of SNSCC would reveal molecular mechanisms of tumorigenesis driving HPV-associated and HPV-independent SNSCC and identify targetable pathways. High-throughput sequencing was performed on 64 patients with HPV-associated and HPV-independent sinonasal carcinomas. Mutation annotation, viral integration, copy number, and pathway-based analyses were performed. Analysis of HPV-associated SNSCC revealed similar mutational patterns observed in HPV-associated cervical and head and neck squamous cell carcinoma, including lack of TP53 mutations and the presence of known hotspot mutations in PI3K and FGFR3. Further similarities included enrichment of APOBEC mutational signature, viral integration at known hotspot locations, and frequent mutations in epigenetic regulators. HPV-associated SNSCC-specific recurrent mutations were also identified including KMT2C , UBXN11 , AP3S1 , MT-ND4 , and MT-ND5 . Mutations in KMT2D and FGFR3 were associated with decreased overall survival. We developed the first known HPV-associated SNSCC cell line and combinatorial small molecule inhibition of YAP/TAZ and PI3K pathways synergistically inhibited tumor cell clonogenicity. In conclusion, HPV-associated SNSCC and HPV-independent SNSCC are driven by molecularly distinct mechanisms of tumorigenesis. Combinatorial blockade of YAP/TAZ and vertical inhibition of the PI3K pathway may be useful in targeting HPV-associated SNSCC whereas targeting MYC and horizontal inhibition of RAS/PI3K pathways for HPV-independent SNSCC. One Sentence Summary This study solidifies HPV as a driver of HPV-associated SNSCC tumorigenesis, identifies molecular mechanisms distinguishing HPV-associated and HPV-independent SNSCC, and elucidates YAP/TAZ and PI3K blockade as key targets for HPV-associated SNSCC.
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Lee HJ, Choi HJ, Jeong YJ, Na YH, Hong JT, Han JM, Hoe HS, Lim KH. Developing theragnostics for Alzheimer's disease: Insights from cancer treatment. Int J Biol Macromol 2024; 269:131925. [PMID: 38685540 DOI: 10.1016/j.ijbiomac.2024.131925] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/01/2024] [Revised: 04/24/2024] [Accepted: 04/25/2024] [Indexed: 05/02/2024]
Abstract
The prevalence of Alzheimer's disease (AD) and its associated economic and societal burdens are on the rise, but there are no curative treatments for AD. Interestingly, this neurodegenerative disease shares several biological and pathophysiological features with cancer, including cell-cycle dysregulation, angiogenesis, mitochondrial dysfunction, protein misfolding, and DNA damage. However, the genetic factors contributing to the overlap in biological processes between cancer and AD have not been actively studied. In this review, we discuss the shared biological features of cancer and AD, the molecular targets of anticancer drugs, and therapeutic approaches. First, we outline the common biological features of cancer and AD. Second, we describe several anticancer drugs, their molecular targets, and their effects on AD pathology. Finally, we discuss how protein-protein interactions (PPIs), receptor inhibition, immunotherapy, and gene therapy can be exploited for the cure and management of both cancer and AD. Collectively, this review provides insights for the development of AD theragnostics based on cancer drugs and molecular targets.
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Affiliation(s)
- Hyun-Ju Lee
- Korea Brain Research Institute (KBRI), 61, Cheomdan-ro, Dong-gu, Daegu 41062, Republic of Korea
| | - Hee-Jeong Choi
- Korea Brain Research Institute (KBRI), 61, Cheomdan-ro, Dong-gu, Daegu 41062, Republic of Korea
| | - Yoo Joo Jeong
- Korea Brain Research Institute (KBRI), 61, Cheomdan-ro, Dong-gu, Daegu 41062, Republic of Korea; Department of Brain and Cognitive Sciences, Daegu Gyeongbuk Institute of Science & Technology (DGIST), 333, Techno jungang-daero, Hyeonpung-eup, Dalseong-gun, Daegu 42988, Republic of Korea
| | - Yoon-Hee Na
- College of Pharmacy, Chungbuk National University, Cheongju-si 28160, Republic of Korea
| | - Jin Tae Hong
- College of Pharmacy, Chungbuk National University, Cheongju-si 28160, Republic of Korea
| | - Ji Min Han
- College of Pharmacy, Chungbuk National University, Cheongju-si 28160, Republic of Korea.
| | - Hyang-Sook Hoe
- Korea Brain Research Institute (KBRI), 61, Cheomdan-ro, Dong-gu, Daegu 41062, Republic of Korea; Department of Brain and Cognitive Sciences, Daegu Gyeongbuk Institute of Science & Technology (DGIST), 333, Techno jungang-daero, Hyeonpung-eup, Dalseong-gun, Daegu 42988, Republic of Korea.
| | - Key-Hwan Lim
- College of Pharmacy, Chungbuk National University, Cheongju-si 28160, Republic of Korea.
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Verma S, Ishteyaque S, Washimkar KR, Verma S, Nilakanth Mugale M. Mitochondrial-mediated nuclear remodeling and macrophage polarizations: A key switch from liver fibrosis to HCC progression. Exp Cell Res 2024; 434:113878. [PMID: 38086504 DOI: 10.1016/j.yexcr.2023.113878] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2023] [Revised: 10/24/2023] [Accepted: 12/03/2023] [Indexed: 12/17/2023]
Abstract
Liver fibrosis is a significant health burden worldwide and has emerged as the leading cause of Hepatocellular carcinoma (HCC) incidence. Mitochondria are the dynamic organelles that regulate the differentiation, survival, and polarization of macrophages. Nuclear-DNA-associated proteins, micro-RNAs, as well as macrophage polarization are essential for maintaining intracellular and extra-cellular homeostasis in the liver parenchyma. Dysregulated mitochondrial coding genes (ETS complexes I, II, III, IV, and V), non-coding RNAs (mitomiRs), and nuclear alteration lead to the production of reactive oxygen species (ROS) and inflammation which are implicated in the transition of liver fibrosis into HCC. Recent findings indicated the protecting effect of E74-like factor 3/peroxisome proliferator-activated receptor-γ (Elf-3/PPAR-γ). HDAR-y inhibits the deacetylation of PPAR-y and maintains the PPAR-y pathway. Elf-3 plays a tumor suppressive role through epithelial-mesenchymal transition-related gene and zinc finger E-box binding homeobox 2 (ZEB-2) domain. Additionally, the development of HCC includes the PI3K/Akt/mTOR and transforming Growth Factor β (TGF-β) pathway that promotes the Epithelial-mesenchymal transition (EMT) through Smad/Snail/Slug signaling cascade. In contrast, the TLR2/NOX2/autophagy axis promotes M2 polarization in HCC. Thus, a thorough understanding of the mitochondrial and nuclear reciprocal relationship related to macrophage polarization could provide new research opportunities concerning diseases with a significant impact on liver parenchyma towards developing liver fibrosis or liver cancer. Moreover, this knowledge can be used to develop new therapeutic strategies to treat liver diseases.
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Affiliation(s)
- Shobhit Verma
- Division of Toxicology and Experimental Medicine, CSIR-Central Drug Research Institute (CSIR-CDRI), Lucknow, 226031, India; Academy of Scientific and Innovative Research (AcSIR), Ghaziabad, 201002, India
| | - Sharmeen Ishteyaque
- Division of Toxicology and Experimental Medicine, CSIR-Central Drug Research Institute (CSIR-CDRI), Lucknow, 226031, India; Academy of Scientific and Innovative Research (AcSIR), Ghaziabad, 201002, India
| | - Kaveri R Washimkar
- Division of Toxicology and Experimental Medicine, CSIR-Central Drug Research Institute (CSIR-CDRI), Lucknow, 226031, India; Academy of Scientific and Innovative Research (AcSIR), Ghaziabad, 201002, India
| | - Smriti Verma
- Division of Toxicology and Experimental Medicine, CSIR-Central Drug Research Institute (CSIR-CDRI), Lucknow, 226031, India; Academy of Scientific and Innovative Research (AcSIR), Ghaziabad, 201002, India
| | - Madhav Nilakanth Mugale
- Division of Toxicology and Experimental Medicine, CSIR-Central Drug Research Institute (CSIR-CDRI), Lucknow, 226031, India; Academy of Scientific and Innovative Research (AcSIR), Ghaziabad, 201002, India.
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Giosa D, Lombardo D, Musolino C, Chines V, Raffa G, Casuscelli di Tocco F, D'Aliberti D, Caminiti G, Saitta C, Alibrandi A, Aiese Cigliano R, Romeo O, Navarra G, Raimondo G, Pollicino T. Mitochondrial DNA is a target of HBV integration. Commun Biol 2023; 6:684. [PMID: 37400627 DOI: 10.1038/s42003-023-05017-4] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2022] [Accepted: 06/05/2023] [Indexed: 07/05/2023] Open
Abstract
Hepatitis B virus (HBV) may integrate into the genome of infected cells and contribute to hepatocarcinogenesis. However, the role of HBV integration in hepatocellular carcinoma (HCC) development remains unclear. In this study, we apply a high-throughput HBV integration sequencing approach that allows sensitive identification of HBV integration sites and enumeration of integration clones. We identify 3339 HBV integration sites in paired tumour and non-tumour tissue samples from 7 patients with HCC. We detect 2107 clonally expanded integrations (1817 in tumour and 290 in non-tumour tissues), and a significant enrichment of clonal HBV integrations in mitochondrial DNA (mtDNA) preferentially occurring in the oxidative phosphorylation genes (OXPHOS) and D-loop region. We also find that HBV RNA sequences are imported into the mitochondria of hepatoma cells with the involvement of polynucleotide phosphorylase (PNPASE), and that HBV RNA might have a role in the process of HBV integration into mtDNA. Our results suggest a potential mechanism by which HBV integration may contribute to HCC development.
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Affiliation(s)
- Domenico Giosa
- Department of Clinical and Experimental Medicine, University Hospital of Messina, Messina, Italy
- Laboratory of Molecular Hepatology, University Hospital of Messina, Messina, Italy
| | - Daniele Lombardo
- Department of Clinical and Experimental Medicine, University Hospital of Messina, Messina, Italy
- Laboratory of Molecular Hepatology, University Hospital of Messina, Messina, Italy
| | - Cristina Musolino
- Laboratory of Molecular Hepatology, University Hospital of Messina, Messina, Italy
- Department of Human Pathology, University Hospital of Messina, Messina, Italy
| | - Valeria Chines
- Department of Clinical and Experimental Medicine, University Hospital of Messina, Messina, Italy
- Laboratory of Molecular Hepatology, University Hospital of Messina, Messina, Italy
| | - Giuseppina Raffa
- Department of Clinical and Experimental Medicine, University Hospital of Messina, Messina, Italy
- Laboratory of Molecular Hepatology, University Hospital of Messina, Messina, Italy
| | - Francesca Casuscelli di Tocco
- Department of Clinical and Experimental Medicine, University Hospital of Messina, Messina, Italy
- Laboratory of Molecular Hepatology, University Hospital of Messina, Messina, Italy
| | - Deborah D'Aliberti
- Department of Clinical and Experimental Medicine, University Hospital of Messina, Messina, Italy
- Laboratory of Molecular Hepatology, University Hospital of Messina, Messina, Italy
| | - Giuseppe Caminiti
- Laboratory of Molecular Hepatology, University Hospital of Messina, Messina, Italy
| | - Carlo Saitta
- Department of Clinical and Experimental Medicine, University Hospital of Messina, Messina, Italy
| | | | | | - Orazio Romeo
- Department of ChiBioFarAm, University of Messina, Messina, Italy
| | - Giuseppe Navarra
- Department of Human Pathology, University Hospital of Messina, Messina, Italy
| | - Giovanni Raimondo
- Department of Clinical and Experimental Medicine, University Hospital of Messina, Messina, Italy
| | - Teresa Pollicino
- Department of Clinical and Experimental Medicine, University Hospital of Messina, Messina, Italy.
- Laboratory of Molecular Hepatology, University Hospital of Messina, Messina, Italy.
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11
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Targeting Mitochondrial Metabolic Reprogramming as a Potential Approach for Cancer Therapy. Int J Mol Sci 2023; 24:ijms24054954. [PMID: 36902385 PMCID: PMC10003438 DOI: 10.3390/ijms24054954] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2023] [Revised: 02/11/2023] [Accepted: 02/22/2023] [Indexed: 03/08/2023] Open
Abstract
Abnormal energy metabolism is a characteristic of tumor cells, and mitochondria are important components of tumor metabolic reprogramming. Mitochondria have gradually received the attention of scientists due to their important functions, such as providing chemical energy, producing substrates for tumor anabolism, controlling REDOX and calcium homeostasis, participating in the regulation of transcription, and controlling cell death. Based on the concept of reprogramming mitochondrial metabolism, a range of drugs have been developed to target the mitochondria. In this review, we discuss the current progress in mitochondrial metabolic reprogramming and summarized the corresponding treatment options. Finally, we propose mitochondrial inner membrane transporters as new and feasible therapeutic targets.
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12
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Mitochondrial Alterations in Prostate Cancer: Roles in Pathobiology and Racial Disparities. Int J Mol Sci 2023; 24:ijms24054482. [PMID: 36901912 PMCID: PMC10003184 DOI: 10.3390/ijms24054482] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2022] [Revised: 02/15/2023] [Accepted: 02/19/2023] [Indexed: 03/12/2023] Open
Abstract
Prostate cancer (PCa) affects millions of men worldwide and is a major cause of cancer-related mortality. Race-associated PCa health disparities are also common and are of both social and clinical concern. Most PCa is diagnosed early due to PSA-based screening, but it fails to discern between indolent and aggressive PCa. Androgen or androgen receptor-targeted therapies are standard care of treatment for locally advanced and metastatic disease, but therapy resistance is common. Mitochondria, the powerhouse of cells, are unique subcellular organelles that have their own genome. A large majority of mitochondrial proteins are, however, nuclear-encoded and imported after cytoplasmic translation. Mitochondrial alterations are common in cancer, including PCa, leading to their altered functions. Aberrant mitochondrial function affects nuclear gene expression in retrograde signaling and promotes tumor-supportive stromal remodeling. In this article, we discuss mitochondrial alterations that have been reported in PCa and review the literature related to their roles in PCa pathobiology, therapy resistance, and racial disparities. We also discuss the translational potential of mitochondrial alterations as prognostic biomarkers and as effective targets for PCa therapy.
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13
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Soltész B, Pös O, Wlachovska Z, Budis J, Hekel R, Strieskova L, Liptak JB, Krampl W, Styk J, Németh N, Keserű JS, Jenei A, Buglyó G, Klekner Á, Nagy B, Szemes T. Mitochondrial DNA copy number changes, heteroplasmy, and mutations in plasma-derived exosomes and brain tissue of glioblastoma patients. Mol Cell Probes 2022; 66:101875. [PMID: 36379303 DOI: 10.1016/j.mcp.2022.101875] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2022] [Accepted: 11/07/2022] [Indexed: 11/13/2022]
Abstract
Glioblastoma is the most common malignant tumor of the central nervous system (CNS) in adults. Glioblastoma cells show increased glucose consumption associated with poor prognosis. Since mitochondria play a crucial role in energy metabolism, mutations and copy number changes of mitochondrial DNA may serve as biomarkers. As the brain is difficult to access, analysis of mitochondria directly from the brain tissue represents a challenge. Exosome analysis is an alternative (still poorly explored) approach to investigate molecular changes in CNS tumors. We analyzed brain tissue DNA and plasma-derived exosomal DNA (exoDNA) of 44 glioblastoma patients and 40 control individuals. Quantitative real-time PCR was performed to determine mtDNA copy numbers and the Kruskal-Wallis and Mann-Whitney U test were used for statistical analysis of data. Subsequently, sequencing libraries were prepared and sequenced on the MiSeq platform to identify mtDNA point mutations. Tissue mtDNA copy number was different among controls and patients in multiple comparisons. A similar tendency was detected in exosomes. Based on NGS analysis, several mtDNA point mutations showed slightly different frequencies between cases and controls, but the clinical relevance of these observations is difficult to assess and likely less than that of overall mtDNA copy number changes. Allele frequencies of variants were used to determine the level of heteroplasmy (found to be higher in exo-mtDNA of control individuals). Despite the suggested potential, the use of such biomarkers for the screening and/or diagnosis of glioblastomas is still limited, thus further studies are needed.
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Affiliation(s)
- Beáta Soltész
- Department of Human Genetics, Faculty of Medicine, University of Debrecen, Debrecen, Hungary.
| | - Ondrej Pös
- Department of Molecular Biology, Faculty of Natural Sciences, Comenius University, Bratislava, Slovakia; Comenius University Science Park, Bratislava, Slovakia; Geneton Ltd., Bratislava, Slovakia
| | - Zuzana Wlachovska
- Comenius University Science Park, Bratislava, Slovakia; Institute of Informatics, Information Systems and Software Engineering, Faculty of Informatics and Information Technologies, Slovak University of Technology in Bratislava, Bratislava, Slovakia
| | - Jaroslav Budis
- Comenius University Science Park, Bratislava, Slovakia; Geneton Ltd., Bratislava, Slovakia; Slovak Centre of Scientific and Technical Information, Bratislava, Slovakia
| | - Rastislav Hekel
- Department of Molecular Biology, Faculty of Natural Sciences, Comenius University, Bratislava, Slovakia; Comenius University Science Park, Bratislava, Slovakia; Geneton Ltd., Bratislava, Slovakia
| | | | - Jana Bozenka Liptak
- Institute of Informatics, Information Systems and Software Engineering, Faculty of Informatics and Information Technologies, Slovak University of Technology in Bratislava, Bratislava, Slovakia
| | - Werner Krampl
- Department of Molecular Biology, Faculty of Natural Sciences, Comenius University, Bratislava, Slovakia; Comenius University Science Park, Bratislava, Slovakia; Geneton Ltd., Bratislava, Slovakia
| | - Jakub Styk
- Comenius University Science Park, Bratislava, Slovakia; Geneton Ltd., Bratislava, Slovakia; Institute of Medical Biology, Genetics and Clinical Genetics, Faculty of Medicine, Comenius University, Bratislava, Slovakia
| | - Nikolett Németh
- Department of Human Genetics, Faculty of Medicine, University of Debrecen, Debrecen, Hungary
| | - Judit Sz Keserű
- Department of Human Genetics, Faculty of Medicine, University of Debrecen, Debrecen, Hungary
| | - Adrienn Jenei
- Department of Neurology, Faculty of Medicine, University of Debrecen, Debrecen, Hungary
| | - Gergely Buglyó
- Department of Human Genetics, Faculty of Medicine, University of Debrecen, Debrecen, Hungary
| | - Álmos Klekner
- Department of Neurology, Faculty of Medicine, University of Debrecen, Debrecen, Hungary
| | - Bálint Nagy
- Department of Human Genetics, Faculty of Medicine, University of Debrecen, Debrecen, Hungary; Comenius University Science Park, Bratislava, Slovakia
| | - Tomas Szemes
- Department of Molecular Biology, Faculty of Natural Sciences, Comenius University, Bratislava, Slovakia; Comenius University Science Park, Bratislava, Slovakia; Geneton Ltd., Bratislava, Slovakia
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14
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Li S, Gai X, Myint SS, Arroyo K, Morimoto L, Metayer C, de Smith AJ, Walsh KM, Wiemels JL. Mitochondrial 1555 G>A variant as a potential risk factor for childhood glioblastoma. Neurooncol Adv 2022; 4:vdac045. [PMID: 35571988 PMCID: PMC9092641 DOI: 10.1093/noajnl/vdac045] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
Background Childhood glioblastoma multiforme (GBM) is a highly aggressive disease with low survival, and its etiology, especially concerning germline genetic risk, is poorly understood. Mitochondria play a key role in putative tumorigenic processes relating to cellular oxidative metabolism, and mitochondrial DNA variants were not previously assessed for association with pediatric brain tumor risk. Methods We conducted an analysis of 675 mitochondrial DNA variants in 90 childhood GBM cases and 2789 controls to identify enrichment of mitochondrial variant associated with GBM risk. We also performed this analysis for other glioma subtypes including pilocytic astrocytoma. Nuclear-encoded mitochondrial gene variants were also analyzed. Results We identified m1555 A>G was significantly associated with GBM risk (adjusted OR 29.30, 95% CI 5.25-163.4, P-value 9.5 X 10-4). No association was detected for other subtypes. Haplotype analysis further supported the independent risk contributed by m1555 G>A, instead of a haplogroup joint effect. Nuclear-encoded mitochondrial gene variants identified significant associations in European (rs62036057 in WWOX, adjusted OR = 2.99, 95% CI 1.88-4.75, P-value = 3.42 X 10-6) and Hispanic (rs111709726 in EFHD1, adjusted OR = 3.57, 95% CI 1.99-6.40, P-value = 1.41 X 10-6) populations in ethnicity-stratified analyses. Conclusion We report for the first time a potential role played by a functional mitochondrial ribosomal RNA variant in childhood GBM risk, and a potential role for both mitochondrial and nuclear-mitochondrial DNA polymorphisms in GBM tumorigenesis. These data implicate cellular oxidative metabolic capacity as a contributor to the etiology of pediatric glioblastoma.
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Affiliation(s)
- Shaobo Li
- Center for Genetic Epidemiology, Department of Population and Public Health Sciences, University of Southern California, Los Angeles, California, USA
| | - Xiaowu Gai
- Center for Personalized Medicine, Children’s Hospital of Los Angeles, Los Angeles, California, USA
| | - Swe Swe Myint
- Center for Genetic Epidemiology, Department of Population and Public Health Sciences, University of Southern California, Los Angeles, California, USA
| | - Katti Arroyo
- Center for Genetic Epidemiology, Department of Population and Public Health Sciences, University of Southern California, Los Angeles, California, USA
| | - Libby Morimoto
- School of Public Health, University of California Berkeley, Berkeley, California, USA
| | - Catherine Metayer
- School of Public Health, University of California Berkeley, Berkeley, California, USA
| | - Adam J de Smith
- Center for Genetic Epidemiology, Department of Population and Public Health Sciences, University of Southern California, Los Angeles, California, USA
| | - Kyle M Walsh
- Division of Neuro-epidemiology, Department of Neurosurgery, Duke University, Durham, North Carolina, USA
| | - Joseph L Wiemels
- Center for Genetic Epidemiology, Department of Population and Public Health Sciences, University of Southern California, Los Angeles, California, USA
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